| Paper Abstract and Keywords |
| Presentation |
2021-06-11 13:30
Performance Investigation of Bifurcation Point Search Method Using Differential Evolution in Discrete Dynamical Systems Ryo Adachi, Haruna Matsushita (Kagawa Univ.), Hiroaki Kurokawa (Tokyo Univ. of Technology), Takuji Kousaka (Cyukyo Univ.) NLP2021-6 CCS2021-6 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Nested particle swarm optimization (NLPSO) has been proposed as a bifurcation point derivation method that doesnot use gradient information. NLPSO consists of PSO, which is a metaheuristic optimization method and requires no gradientinformation. However, PSO allows the update in the worse direction when updating the solution candidates, so the calculationtakes time. This study proposes a new bifurcation point search method, Nested-Layer Differential Evolution (NLDE), usingDE that does not allow deterioration, and investigates its performance. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Bifurcation point detection / Bifurcation analysis / Discrete-time dynamical systems / Particle swarm optimization / Differential evolution / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 121, no. 61, NLP2021-6, pp. 24-27, June 2021. |
| Paper # |
NLP2021-6 |
| Date of Issue |
2021-06-04 (NLP, CCS) |
| ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
NLP2021-6 CCS2021-6 |
| Conference Information |
| Committee |
NLP CCS |
| Conference Date |
2021-06-11 - 2021-06-11 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
NLP |
| Conference Code |
2021-06-NLP-CCS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Performance Investigation of Bifurcation Point Search Method Using Differential Evolution in Discrete Dynamical Systems |
| Sub Title (in English) |
|
| Keyword(1) |
Bifurcation point detection |
| Keyword(2) |
Bifurcation analysis |
| Keyword(3) |
Discrete-time dynamical systems |
| Keyword(4) |
Particle swarm optimization |
| Keyword(5) |
Differential evolution |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Ryo Adachi |
| 1st Author's Affiliation |
Kagawa University (Kagawa Univ.) |
| 2nd Author's Name |
Haruna Matsushita |
| 2nd Author's Affiliation |
Kagawa University (Kagawa Univ.) |
| 3rd Author's Name |
Hiroaki Kurokawa |
| 3rd Author's Affiliation |
Tokyo University of Technology (Tokyo Univ. of Technology) |
| 4th Author's Name |
Takuji Kousaka |
| 4th Author's Affiliation |
Cyukyo University (Cyukyo Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2021-06-11 13:30:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2021-6, CCS2021-6 |
| Volume (vol) |
vol.121 |
| Number (no) |
no.61(NLP), no.62(CCS) |
| Page |
pp.24-27 |
| #Pages |
4 |
| Date of Issue |
2021-06-04 (NLP, CCS) |